e.g. mhealth
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For each WB, 6 gait characteristics were obtained from the single wearable device and the reference system: cadence (steps per minute; the number of steps taken per minute), stride length (meters; the length of 2 consecutive steps), number of steps, stride duration (seconds) [27], walking speed (m/s) [26], and distance (meters). The walked distance was calculated by multiplying 2 validated DMOs [27]: average walking speed × WB duration.
JMIR Form Res 2025;9:e67792
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Digital delivery provides solutions to many mental health intervention obstacles, such as limited access [1], geographical distance [2], financial constraints [3], and transportation issues [4]. These factors, and not least the COVID-19 pandemic [5], have contributed to increased delivery of digital modalities of mental health care [6].
Interact J Med Res 2025;14:e46441
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Therefore, traditional education has been gradually superseded or supplemented by distance education, supported by virtual classes and other web-based tools [7,8].
Massive open online courses (MOOCs) have emerged as a solution to support the empowerment of family caregivers of vulnerable people, especially in times of social isolation. These courses are presented as a new pedagogical approach that helps overcome learning barriers.
JMIR Form Res 2023;7:e48398
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Using proprietary algorithms, data from measures collected along with information input by the user can estimate steps, distance, physical activity, kilocalories, and sleep [4,5,25,26]. Among these outputs, step and distance measurements while walking remain the most popular and translatable outputs in use today [4,25,27-29].
JMIR Res Protoc 2021;10(1):e21262
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Reference 21: Distance training and implementation supports to scale up integrated treatment for peopledistance
JMIR Med Educ 2019;5(1):e12474
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Digital Education in Health Professions: The Need for Overarching Evidence Synthesis
distance
J Med Internet Res 2019;21(2):e12913
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Accuracy of Fitbit Devices: Systematic Review and Narrative Syntheses of Quantitative Data
There were 2 studies (17 accuracy comparisons) examining Fitbit device distance measurement accuracy in a controlled setting in healthy young adults (Multimedia Appendix 3) [33,48]. Both studies reported a Fitbit tendency to overestimate distance at slower and self-paced ambulation speeds (varying from 5% [torso] to 25% [wrist]) and underestimate distance at brisk walking or jogging speeds (varying from –15% [wrist] to –5% [torso]).
JMIR Mhealth Uhealth 2018;6(8):e10527
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